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Mahnoor0000/README.md

Hey, I'm Mahnoor

What I Work On

  • LLMs & RAG: Building retrieval-augmented generation systems using LangChain, embeddings, vector databases, and LLM APIs.
  • AI Agents: Exploring agentic workflows, tool calling, automation, and intelligent assistants.
  • Machine Learning: Developing supervised ML models and experimenting with real-world datasets.
  • Computer Vision: Building image-based AI systems using OpenCV, CNNs, and deep learning.
  • Data Analysis: Cleaning, analyzing, and visualizing data using Python, Pandas, Matplotlib, Seaborn, and Power BI.

Pinned Loading

  1. RAG-Based-Youtube-Chatbot RAG-Based-Youtube-Chatbot Public

    RAG-based YouTube chatbot that lets users ask questions about a video using its transcript, FAISS vector search, Hugging Face embeddings, and Groq LLM.

    Python

  2. movie-recommender-system movie-recommender-system Public

    A content-based movie recommender system that suggests similar movies using NLP and cosine similarity. Built with Python, scikit-learn, and Streamlit for an interactive recommendation experience.

    Python

  3. Research-Assistant-2.0 Research-Assistant-2.0 Public

    RAG-based AI research assistant that lets users upload PDFs and ask document-specific questions using LangChain, ChromaDB, and Groq.

    Python

  4. road-lane-detection road-lane-detection Public

    A Python-based computer vision project that detects road lane lines in real-time using OpenCV. Implements Canny edge detection and Hough Transform to highlight lanes on road images and videos.

    Python

  5. DSA-Word-Puzzle DSA-Word-Puzzle Public

    C++ word puzzle game built as a DSA final project, using hash tables for dictionary lookup, stack-based undo/redo, grid logic, and OOP-based game management

    C++

  6. duplicate-question-pair-detector duplicate-question-pair-detector Public

    Machine learning-based duplicate question detector that uses NLP preprocessing, similarity features, fuzzy matching, Bag of Words, and a Streamlit interface to predict whether two questions have th…

    Jupyter Notebook